Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 142 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.7 KiB |
| Average record size in memory | 112.9 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
alcohol is highly overall correlated with color_intensity and 2 other fields | High correlation |
malic_acid is highly overall correlated with hue | High correlation |
magnesium is highly overall correlated with proline | High correlation |
total_phenols is highly overall correlated with flavanoids and 3 other fields | High correlation |
flavanoids is highly overall correlated with total_phenols and 5 other fields | High correlation |
nonflavanoid_phenols is highly overall correlated with flavanoids and 1 other fields | High correlation |
proanthocyanins is highly overall correlated with total_phenols and 2 other fields | High correlation |
color_intensity is highly overall correlated with alcohol and 1 other fields | High correlation |
hue is highly overall correlated with malic_acid and 2 other fields | High correlation |
od280/od315_of_diluted_wines is highly overall correlated with total_phenols and 4 other fields | High correlation |
proline is highly overall correlated with alcohol and 2 other fields | High correlation |
target is highly overall correlated with alcohol and 6 other fields | High correlation |
Reproduction
| Analysis started | 2022-12-27 09:55:43.893673 |
|---|---|
| Analysis finished | 2022-12-27 09:56:24.162359 |
| Duration | 40.27 seconds |
| Software version | pandas-profiling vv3.6.1 |
| Download configuration | config.json |
alcohol
Real number (ℝ)
| Distinct | 104 |
|---|---|
| Distinct (%) | 73.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1133504 × 10-15 |
| Minimum | -2.4277893 |
|---|---|
| Maximum | 2.3240519 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 70 |
| Negative (%) | 49.3% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -2.4277893 |
|---|---|
| 5-th percentile | -1.6318559 |
| Q1 | -0.75214001 |
| median | 0.048170072 |
| Q3 | 0.73593655 |
| 95-th percentile | 1.5731359 |
| Maximum | 2.3240519 |
| Range | 4.7518411 |
| Interquartile range (IQR) | 1.4880766 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | 9.0136926 × 1014 |
| Kurtosis | -0.68486222 |
| Mean | 1.1133504 × 10-15 |
| Median Absolute Deviation (MAD) | 0.79405766 |
| Skewness | 7.8068811 × 10-6 |
| Sum | 1.5809576 × 10-13 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.09818945265 | 6 | 4.2% |
| -0.7521400136 | 5 | 3.5% |
| -1.114780521 | 4 | 2.8% |
| -1.214819282 | 3 | 2.1% |
| -0.9021981547 | 3 | 2.1% |
| -0.8521787743 | 3 | 2.1% |
| -0.3144704354 | 2 | 1.4% |
| 0.6484026367 | 2 | 1.4% |
| -0.1519074492 | 2 | 1.4% |
| 0.5358590308 | 2 | 1.4% |
| Other values (94) | 110 |
| Value | Count | Frequency (%) |
| -2.427789256 | 1 | |
| -1.952605142 | 1 | |
| -1.902585762 | 1 | |
| -1.890080917 | 1 | |
| -1.70250824 | 1 | |
| -1.664993705 | 1 | |
| -1.65248886 | 1 | |
| -1.639984015 | 1 | |
| -1.477421029 | 1 | |
| -1.452411339 | 1 |
| Value | Count | Frequency (%) |
| 2.324051879 | 1 | |
| 2.224013118 | 1 | |
| 1.773838695 | 1 | |
| 1.76133385 | 1 | |
| 1.748829005 | 1 | |
| 1.711314469 | 1 | |
| 1.661295089 | 1 | |
| 1.573761173 | 1 | |
| 1.561256328 | 2 | |
| 1.548751483 | 1 |
malic_acid
Real number (ℝ)
| Distinct | 107 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.8224684 × 10-16 |
| Minimum | -1.4579913 |
|---|---|
| Maximum | 3.1529061 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 87 |
| Negative (%) | 61.3% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -1.4579913 |
|---|---|
| 5-th percentile | -1.2256239 |
| Q1 | -0.66520852 |
| median | -0.48295961 |
| Q3 | 0.75633297 |
| 95-th percentile | 1.8384359 |
| Maximum | 3.1529061 |
| Range | 4.6108974 |
| Interquartile range (IQR) | 1.4215415 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | -3.5555397 × 1015 |
| Kurtosis | 0.019151752 |
| Mean | -2.8224684 × 10-16 |
| Median Absolute Deviation (MAD) | 0.43284116 |
| Skewness | 0.93201269 |
| Sum | -3.8191672 × 10-14 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5558591737 | 7 | 4.9% |
| -0.4829596099 | 4 | 2.8% |
| -0.6105338465 | 4 | 2.8% |
| -0.601421401 | 3 | 2.1% |
| -0.7381080831 | 3 | 2.1% |
| -0.756332974 | 3 | 2.1% |
| -0.6652085193 | 3 | 2.1% |
| -0.9021321015 | 2 | 1.4% |
| -0.6196462919 | 2 | 1.4% |
| -1.102605902 | 2 | 1.4% |
| Other values (97) | 109 |
| Value | Count | Frequency (%) |
| -1.457991275 | 1 | |
| -1.321304593 | 1 | |
| -1.312192148 | 1 | |
| -1.293967257 | 1 | |
| -1.275742366 | 2 | |
| -1.239292584 | 1 | |
| -1.230180138 | 1 | |
| -1.139055684 | 1 | |
| -1.102605902 | 2 | |
| -1.06615612 | 1 |
| Value | Count | Frequency (%) |
| 3.152906133 | 1 | |
| 2.888645214 | 1 | |
| 2.460360277 | 1 | |
| 2.168762022 | 1 | |
| 2.068525122 | 1 | |
| 2.059412676 | 1 | |
| 1.904501103 | 1 | |
| 1.840713985 | 1 | |
| 1.795151758 | 1 | |
| 1.767814421 | 1 |
ash
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 49.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6323575 × 10-16 |
| Minimum | -3.7574149 |
|---|---|
| Maximum | 3.1975814 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 74 |
| Negative (%) | 52.1% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -3.7574149 |
|---|---|
| 5-th percentile | -1.6578286 |
| Q1 | -0.61644882 |
| median | -0.018169572 |
| Q3 | 0.72967949 |
| 95-th percentile | 1.3634816 |
| Maximum | 3.1975814 |
| Range | 6.9549962 |
| Interquartile range (IQR) | 1.3461283 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | 1.0418424 × 1015 |
| Kurtosis | 1.0214061 |
| Mean | 9.6323575 × 10-16 |
| Median Absolute Deviation (MAD) | 0.6356717 |
| Skewness | -0.29422507 |
| Sum | 1.3855583 × 10-13 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.253173827 | 6 | 4.2% |
| -0.01816957219 | 5 | 3.5% |
| -0.6164488187 | 5 | 3.5% |
| -0.2425242896 | 5 | 3.5% |
| 0.9540342034 | 4 | 2.8% |
| 0.4305398627 | 4 | 2.8% |
| -0.3173091955 | 4 | 2.8% |
| -0.1677393838 | 4 | 2.8% |
| -1.439082783 | 3 | 2.1% |
| 1.028819109 | 3 | 2.1% |
| Other values (60) | 99 |
| Value | Count | Frequency (%) |
| -3.757414863 | 1 | 0.7% |
| -2.448679011 | 1 | 0.7% |
| -2.2991092 | 1 | 0.7% |
| -2.037362029 | 1 | 0.7% |
| -1.813007312 | 1 | 0.7% |
| -1.738222406 | 1 | 0.7% |
| -1.6634375 | 2 | |
| -1.551260141 | 1 | 0.7% |
| -1.439082783 | 3 | |
| -1.40169033 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 3.197581378 | 1 | 0.7% |
| 1.888845526 | 1 | 0.7% |
| 1.851453073 | 1 | 0.7% |
| 1.776668167 | 1 | 0.7% |
| 1.55231345 | 1 | 0.7% |
| 1.440136091 | 1 | 0.7% |
| 1.402743638 | 1 | 0.7% |
| 1.365351185 | 1 | 0.7% |
| 1.327958733 | 2 | 1.4% |
| 1.253173827 | 6 |
alcalinity_of_ash
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4416565 × 10-16 |
| Minimum | -2.6790026 |
|---|---|
| Maximum | 3.0795151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 73 |
| Negative (%) | 51.4% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -2.6790026 |
|---|---|
| 5-th percentile | -1.488711 |
| Q1 | -0.71991923 |
| median | -0.037208369 |
| Q3 | 0.55645325 |
| 95-th percentile | 1.5953611 |
| Maximum | 3.0795151 |
| Range | 5.7585177 |
| Interquartile range (IQR) | 1.2763725 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | 1.8441808 × 1015 |
| Kurtosis | 0.45246477 |
| Mean | 5.4416565 × 10-16 |
| Median Absolute Deviation (MAD) | 0.60850316 |
| Skewness | 0.10757147 |
| Sum | 7.9936058 × 10-14 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1112070357 | 12 | 8.5% |
| 0.4080378454 | 10 | 7.0% |
| -1.076116203 | 9 | 6.3% |
| 0.5564532503 | 8 | 5.6% |
| -0.0372083691 | 7 | 4.9% |
| 0.8532840599 | 7 | 4.9% |
| -0.1856237739 | 7 | 4.9% |
| -0.3340391788 | 6 | 4.2% |
| -0.8386515552 | 5 | 3.5% |
| -0.4824545836 | 5 | 3.5% |
| Other values (46) | 66 |
| Value | Count | Frequency (%) |
| -2.679002575 | 1 | |
| -2.500904089 | 1 | |
| -2.441537927 | 1 | |
| -2.144707118 | 1 | |
| -1.90724247 | 1 | |
| -1.669777822 | 2 | |
| -1.491679337 | 1 | |
| -1.432313175 | 1 | |
| -1.313580851 | 2 | |
| -1.224531608 | 1 |
| Value | Count | Frequency (%) |
| 3.079515133 | 1 | 0.7% |
| 2.634268918 | 1 | 0.7% |
| 2.189022703 | 1 | 0.7% |
| 2.040607299 | 1 | 0.7% |
| 1.892191894 | 1 | 0.7% |
| 1.743776489 | 1 | 0.7% |
| 1.595361084 | 5 | |
| 1.446945679 | 2 | 1.4% |
| 1.298530274 | 4 | |
| 1.179797951 | 1 | 0.7% |
magnesium
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2509555 × 10-17 |
| Minimum | -1.9908823 |
|---|---|
| Maximum | 4.1899367 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 78 |
| Negative (%) | 54.9% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -1.9908823 |
|---|---|
| 5-th percentile | -1.2485122 |
| Q1 | -0.78159163 |
| median | -0.17694629 |
| Q3 | 0.54526898 |
| 95-th percentile | 1.8284608 |
| Maximum | 4.1899367 |
| Range | 6.1808191 |
| Interquartile range (IQR) | 1.3268606 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | 8.0221864 × 1016 |
| Kurtosis | 2.1664001 |
| Mean | 1.2509555 × 10-17 |
| Median Absolute Deviation (MAD) | 0.60464534 |
| Skewness | 1.1671264 |
| Sum | 5.3290705 × 10-15 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.7815916321 | 11 | 7.7% |
| -0.9159572637 | 11 | 7.7% |
| -0.2441291054 | 7 | 4.9% |
| 0.8307959479 | 6 | 4.2% |
| 0.1589677896 | 6 | 4.2% |
| 0.09178497374 | 6 | 4.2% |
| -0.9831400796 | 5 | 3.5% |
| -0.1097634738 | 5 | 3.5% |
| -0.7144088163 | 5 | 3.5% |
| -1.319054159 | 4 | 2.8% |
| Other values (39) | 76 |
| Value | Count | Frequency (%) |
| -1.990882317 | 1 | 0.7% |
| -1.45341979 | 2 | 1.4% |
| -1.319054159 | 4 | 2.8% |
| -1.251871343 | 1 | 0.7% |
| -1.184688527 | 1 | 0.7% |
| -1.050322895 | 3 | 2.1% |
| -0.9831400796 | 5 | |
| -0.9159572637 | 11 | |
| -0.8487744479 | 3 | 2.1% |
| -0.7815916321 | 11 |
| Value | Count | Frequency (%) |
| 4.18993674 | 1 | |
| 3.450925765 | 1 | |
| 2.644731975 | 1 | |
| 2.443183528 | 1 | |
| 2.308817896 | 1 | |
| 2.174452265 | 1 | |
| 1.905721001 | 1 | |
| 1.838538185 | 1 | |
| 1.636989738 | 1 | |
| 1.569806922 | 1 |
total_phenols
Real number (ℝ)
| Distinct | 82 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.5331849 × 10-16 |
| Minimum | -2.0891521 |
|---|---|
| Maximum | 2.5938419 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 69 |
| Negative (%) | 48.6% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -2.0891521 |
|---|---|
| 5-th percentile | -1.4432219 |
| Q1 | -0.91840358 |
| median | 0.098936493 |
| Q3 | 0.84983036 |
| 95-th percentile | 1.4941457 |
| Maximum | 2.5938419 |
| Range | 4.682994 |
| Interquartile range (IQR) | 1.7682339 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | -3.9615735 × 1015 |
| Kurtosis | -0.77530339 |
| Mean | -2.5331849 × 10-16 |
| Median Absolute Deviation (MAD) | 0.83163514 |
| Skewness | 0.08710311 |
| Sum | -3.4638958 × 10-14 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1190649517 | 8 | 5.6% |
| 0.849830357 | 6 | 4.2% |
| 0.5268652541 | 5 | 3.5% |
| 1.17279546 | 5 | 3.5% |
| 0.9305716328 | 4 | 2.8% |
| -1.443221874 | 4 | 2.8% |
| 0.2361966615 | 3 | 2.1% |
| -1.281739322 | 3 | 2.1% |
| 1.092054184 | 3 | 2.1% |
| -0.4743265649 | 3 | 2.1% |
| Other values (72) | 98 |
| Value | Count | Frequency (%) |
| -2.089152079 | 1 | 0.7% |
| -1.895373018 | 1 | 0.7% |
| -1.65314919 | 1 | 0.7% |
| -1.604704425 | 1 | 0.7% |
| -1.572407915 | 1 | 0.7% |
| -1.443221874 | 4 | |
| -1.427073618 | 2 | |
| -1.410925363 | 2 | |
| -1.394777108 | 1 | 0.7% |
| -1.330184088 | 2 |
| Value | Count | Frequency (%) |
| 2.593841913 | 1 | |
| 2.545397147 | 1 | |
| 1.980208217 | 1 | |
| 1.786429155 | 1 | |
| 1.657243114 | 1 | |
| 1.608798349 | 1 | |
| 1.576501839 | 1 | |
| 1.495760563 | 1 | |
| 1.463464053 | 1 | |
| 1.415019287 | 1 |
flavanoids
Real number (ℝ)
| Distinct | 110 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0257487 × 10-16 |
| Minimum | -1.7345167 |
|---|---|
| Maximum | 1.8497355 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 65 |
| Negative (%) | 45.8% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -1.7345167 |
|---|---|
| 5-th percentile | -1.554777 |
| Q1 | -0.7989215 |
| median | 0.15775758 |
| Q3 | 0.83244035 |
| 95-th percentile | 1.3742949 |
| Maximum | 1.8497355 |
| Range | 3.5842522 |
| Interquartile range (IQR) | 1.6313618 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | 3.3166662 × 1015 |
| Kurtosis | -1.2569624 |
| Mean | 3.0257487 × 10-16 |
| Median Absolute Deviation (MAD) | 0.8380825 |
| Skewness | -0.15692077 |
| Sum | 3.8191672 × 10-14 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7006663674 | 4 | 2.8% |
| -1.460426868 | 3 | 2.1% |
| 0.732292122 | 3 | 2.1% |
| -1.397175359 | 2 | 1.4% |
| 1.480768316 | 2 | 1.4% |
| -1.355007686 | 2 | 1.4% |
| 0.7428340402 | 2 | 1.4% |
| 0.4687441665 | 2 | 1.4% |
| -1.217962749 | 2 | 1.4% |
| 0.5741633487 | 2 | 1.4% |
| Other values (100) | 118 |
| Value | Count | Frequency (%) |
| -1.734516742 | 1 | |
| -1.597471805 | 2 | |
| -1.586929886 | 1 | |
| -1.576387968 | 1 | |
| -1.56584605 | 2 | |
| -1.555304132 | 1 | |
| -1.544762214 | 1 | |
| -1.513136459 | 1 | |
| -1.502594541 | 1 | |
| -1.492052622 | 1 |
| Value | Count | Frequency (%) |
| 1.849735453 | 1 | |
| 1.797025862 | 1 | |
| 1.638897089 | 1 | |
| 1.586187498 | 1 | |
| 1.491310234 | 1 | |
| 1.480768316 | 2 | |
| 1.375349133 | 1 | |
| 1.354265297 | 1 | |
| 1.333181461 | 1 | |
| 1.322639542 | 1 |
nonflavanoid_phenols
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.7144515 × 10-16 |
| Minimum | -1.937363 |
|---|---|
| Maximum | 2.2717181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 76 |
| Negative (%) | 53.5% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -1.937363 |
|---|---|
| 5-th percentile | -1.3480916 |
| Q1 | -0.75882026 |
| median | -0.1695489 |
| Q3 | 0.5880857 |
| 95-th percentile | 1.85081 |
| Maximum | 2.2717181 |
| Range | 4.2090811 |
| Interquartile range (IQR) | 1.346906 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | -1.0330381 × 1015 |
| Kurtosis | -0.60636618 |
| Mean | -9.7144515 × 10-16 |
| Median Absolute Deviation (MAD) | 0.67345298 |
| Skewness | 0.39112149 |
| Sum | -1.3855583 × 10-13 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5880856999 | 10 | 7.0% |
| -0.5904570132 | 9 | 6.3% |
| -0.8430018803 | 9 | 6.3% |
| -0.5062753909 | 8 | 5.6% |
| 0.3355408328 | 8 | 5.6% |
| 0.08299596571 | 7 | 4.9% |
| -0.1695489014 | 7 | 4.9% |
| -0.3379121461 | 6 | 4.2% |
| -0.758820258 | 6 | 4.2% |
| 1.429901924 | 6 | 4.2% |
| Other values (26) | 66 |
| Value | Count | Frequency (%) |
| -1.937362971 | 1 | 0.7% |
| -1.853181349 | 2 | 1.4% |
| -1.600636482 | 3 | 2.1% |
| -1.432273237 | 1 | 0.7% |
| -1.348091615 | 2 | 1.4% |
| -1.263909992 | 5 | |
| -1.17972837 | 4 | |
| -1.011365125 | 5 | |
| -0.9271835027 | 1 | 0.7% |
| -0.8430018803 | 9 |
| Value | Count | Frequency (%) |
| 2.271718147 | 3 | |
| 2.103354903 | 2 | 1.4% |
| 2.01917328 | 1 | 0.7% |
| 1.850810035 | 3 | |
| 1.598265168 | 1 | 0.7% |
| 1.429901924 | 6 | |
| 1.345720301 | 4 | |
| 1.177357056 | 5 | |
| 1.008993812 | 4 | |
| 0.9248121894 | 2 | 1.4% |
proanthocyanins
Real number (ℝ)
| Distinct | 87 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.0914413 × 10-16 |
| Minimum | -2.0428363 |
|---|---|
| Maximum | 3.4268308 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 73 |
| Negative (%) | 51.4% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -2.0428363 |
|---|---|
| 5-th percentile | -1.5045241 |
| Q1 | -0.60618325 |
| median | -0.069601977 |
| Q3 | 0.60545188 |
| 95-th percentile | 2.0022941 |
| Maximum | 3.4268308 |
| Range | 5.4696671 |
| Interquartile range (IQR) | 1.2116351 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | -4.7983171 × 1015 |
| Kurtosis | 0.67735441 |
| Mean | -2.0914413 × 10-16 |
| Median Absolute Deviation (MAD) | 0.60581756 |
| Skewness | 0.55177035 |
| Sum | -2.7533531 × 10-14 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4330925141 | 6 | 4.2% |
| 0.4669792911 | 5 | 3.5% |
| -0.2426927091 | 5 | 3.5% |
| 0.1034887544 | 4 | 2.8% |
| -0.06960197735 | 4 | 2.8% |
| 0.6573790961 | 4 | 2.8% |
| 0.8304698279 | 3 | 2.1% |
| -0.7965830508 | 3 | 2.1% |
| 0.05156153489 | 3 | 2.1% |
| 0.03425246171 | 3 | 2.1% |
| Other values (77) | 102 |
| Value | Count | Frequency (%) |
| -2.04283632 | 2 | |
| -1.817818368 | 1 | |
| -1.696654856 | 1 | |
| -1.66203671 | 2 | |
| -1.592800417 | 1 | |
| -1.506255051 | 1 | |
| -1.471636905 | 1 | |
| -1.385091539 | 2 | |
| -1.367782466 | 1 | |
| -1.333164319 | 2 |
| Value | Count | Frequency (%) |
| 3.426830804 | 1 | 0.7% |
| 2.907558609 | 1 | 0.7% |
| 2.267122902 | 2 | |
| 2.09403217 | 3 | |
| 2.007486804 | 1 | 0.7% |
| 1.903632365 | 1 | 0.7% |
| 1.557450901 | 1 | 0.7% |
| 1.540141828 | 1 | 0.7% |
| 1.470905535 | 1 | 0.7% |
| 1.349742023 | 1 | 0.7% |
color_intensity
Real number (ℝ)
| Distinct | 112 |
|---|---|
| Distinct (%) | 78.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6910832 × 10-16 |
| Minimum | -1.5943742 |
|---|---|
| Maximum | 3.4427793 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 78 |
| Negative (%) | 54.9% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -1.5943742 |
|---|---|
| 5-th percentile | -1.2587073 |
| Q1 | -0.83042026 |
| median | -0.1502756 |
| Q3 | 0.51267741 |
| 95-th percentile | 2.0180213 |
| Maximum | 3.4427793 |
| Range | 5.0371535 |
| Interquartile range (IQR) | 1.3430977 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | 2.1392497 × 1015 |
| Kurtosis | 0.61036447 |
| Mean | 4.6910832 × 10-16 |
| Median Absolute Deviation (MAD) | 0.67692123 |
| Skewness | 0.92390597 |
| Sum | 6.6613381 × 10-14 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1674672519 | 4 | 2.8% |
| -0.6832167592 | 3 | 2.1% |
| -1.027049764 | 3 | 2.1% |
| -0.8336436988 | 3 | 2.1% |
| 0.176365753 | 3 | 2.1% |
| -0.8981123872 | 3 | 2.1% |
| 0.04742837614 | 3 | 2.1% |
| 0.004449250537 | 3 | 2.1% |
| -1.091518452 | 2 | 1.4% |
| -1.005560201 | 2 | 1.4% |
| Other values (102) | 113 |
| Value | Count | Frequency (%) |
| -1.594374222 | 1 | |
| -1.396670244 | 1 | |
| -1.327903643 | 1 | |
| -1.30641408 | 2 | |
| -1.284924518 | 1 | |
| -1.259137042 | 2 | |
| -1.250541217 | 1 | |
| -1.233349567 | 1 | |
| -1.198966266 | 1 | |
| -1.155987141 | 1 |
| Value | Count | Frequency (%) |
| 3.442779299 | 1 | |
| 2.905540229 | 1 | |
| 2.497238536 | 1 | |
| 2.376896984 | 1 | |
| 2.265151257 | 1 | |
| 2.239363782 | 1 | |
| 2.110425976 | 1 | |
| 2.024468154 | 1 | |
| 1.895530777 | 1 | |
| 1.727912187 | 1 |
hue
Real number (ℝ)
| Distinct | 69 |
|---|---|
| Distinct (%) | 48.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.0694275 × 10-16 |
| Minimum | -2.0765626 |
|---|---|
| Maximum | 3.3695967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 64 |
| Negative (%) | 45.1% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -2.0765626 |
|---|---|
| 5-th percentile | -1.6780632 |
| Q1 | -0.74823107 |
| median | 0.048767853 |
| Q3 | 0.62437819 |
| 95-th percentile | 1.5918463 |
| Maximum | 3.3695967 |
| Range | 5.4461593 |
| Interquartile range (IQR) | 1.3726093 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | -1.1065085 × 1015 |
| Kurtosis | -0.075416638 |
| Mean | -9.0694275 × 10-16 |
| Median Absolute Deviation (MAD) | 0.70844349 |
| Skewness | 0.063962524 |
| Sum | -1.3322676 × 10-13 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.402989597 | 7 | 4.9% |
| -1.67806315 | 5 | 3.5% |
| 0.04876785281 | 5 | 3.5% |
| 0.7572113413 | 5 | 3.5% |
| 1.067155367 | 4 | 2.8% |
| 0.4472673151 | 4 | 2.8% |
| 1.24426624 | 4 | 2.8% |
| -0.2611761734 | 4 | 2.8% |
| 0.6243781872 | 3 | 2.1% |
| 0.1373232889 | 3 | 2.1% |
| Other values (59) | 98 |
| Value | Count | Frequency (%) |
| -2.076562613 | 1 | 0.7% |
| -1.810896304 | 1 | 0.7% |
| -1.766618586 | 1 | 0.7% |
| -1.722340868 | 2 | 1.4% |
| -1.67806315 | 5 | |
| -1.633785432 | 2 | 1.4% |
| -1.589507714 | 2 | 1.4% |
| -1.545229996 | 1 | 0.7% |
| -1.500952278 | 1 | 0.7% |
| -1.45667456 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 3.369596705 | 1 | 0.7% |
| 2.085542882 | 1 | 0.7% |
| 1.90843201 | 1 | 0.7% |
| 1.819876574 | 2 | |
| 1.68704342 | 1 | 0.7% |
| 1.598487984 | 2 | |
| 1.46565483 | 2 | |
| 1.332821676 | 2 | |
| 1.24426624 | 4 | |
| 1.199988522 | 1 | 0.7% |
od280/od315_of_diluted_wines
Real number (ℝ)
| Distinct | 104 |
|---|---|
| Distinct (%) | 73.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.013274 × 10-15 |
| Minimum | -1.9443599 |
|---|---|
| Maximum | 1.9117728 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 59 |
| Negative (%) | 41.5% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -1.9443599 |
|---|---|
| 5-th percentile | -1.6504207 |
| Q1 | -0.92575877 |
| median | 0.2529082 |
| Q3 | 0.80586307 |
| 95-th percentile | 1.3719142 |
| Maximum | 1.9117728 |
| Range | 3.8561327 |
| Interquartile range (IQR) | 1.7316218 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | 9.9039338 × 1014 |
| Kurtosis | -1.0697532 |
| Mean | 1.013274 × 10-15 |
| Median Absolute Deviation (MAD) | 0.73484793 |
| Skewness | -0.32935573 |
| Sum | 1.4566126 × 10-13 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2529081972 | 4 | 2.8% |
| -1.144030435 | 4 | 2.8% |
| 0.383871194 | 4 | 2.8% |
| 1.053237622 | 3 | 2.1% |
| -1.245890544 | 3 | 2.1% |
| -1.857051195 | 3 | 2.1% |
| 0.5730399671 | 3 | 2.1% |
| -0.4310096748 | 3 | 2.1% |
| -1.493265093 | 2 | 1.4% |
| -1.522367981 | 2 | 1.4% |
| Other values (94) | 111 |
| Value | Count | Frequency (%) |
| -1.94435986 | 1 | 0.7% |
| -1.915256971 | 1 | 0.7% |
| -1.900705527 | 1 | 0.7% |
| -1.857051195 | 3 | |
| -1.726088198 | 1 | 0.7% |
| -1.653330978 | 1 | 0.7% |
| -1.595125202 | 1 | 0.7% |
| -1.536919425 | 1 | 0.7% |
| -1.522367981 | 2 | |
| -1.493265093 | 2 |
| Value | Count | Frequency (%) |
| 1.911772823 | 1 | |
| 1.766258382 | 1 | |
| 1.504332389 | 1 | |
| 1.489780944 | 1 | |
| 1.431575168 | 1 | |
| 1.417023724 | 1 | |
| 1.40247228 | 1 | |
| 1.373369392 | 1 | |
| 1.344266504 | 1 | |
| 1.329715059 | 1 |
proline
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 70.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.5558759 × 10-16 |
| Minimum | -1.536033 |
|---|---|
| Maximum | 2.581323 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 84 |
| Negative (%) | 59.2% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -1.536033 |
|---|---|
| 5-th percentile | -1.20285 |
| Q1 | -0.8095876 |
| median | -0.21961076 |
| Q3 | 0.80473549 |
| 95-th percentile | 1.8157677 |
| Maximum | 2.581323 |
| Range | 4.117356 |
| Interquartile range (IQR) | 1.6143231 |
Descriptive statistics
| Standard deviation | 1.0035398 |
|---|---|
| Coefficient of variation (CV) | -6.4499991 × 1015 |
| Kurtosis | -0.54795879 |
| Mean | -1.5558759 × 10-16 |
| Median Absolute Deviation (MAD) | 0.6740215 |
| Skewness | 0.68654213 |
| Sum | -2.1316282 × 10-14 |
| Variance | 1.0070922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.7305356954 | 5 | 3.5% |
| -0.1979755016 | 4 | 2.8% |
| 0.03501958317 | 4 | 2.8% |
| -0.3810430683 | 4 | 2.8% |
| -0.5907386446 | 3 | 2.1% |
| -0.7638207076 | 3 | 2.1% |
| -0.8137482257 | 3 | 2.1% |
| -0.8636757439 | 3 | 2.1% |
| -0.9635307802 | 3 | 2.1% |
| -1.196525865 | 2 | 1.4% |
| Other values (90) | 108 |
| Value | Count | Frequency (%) |
| -1.536032989 | 1 | |
| -1.379593432 | 1 | |
| -1.323008911 | 1 | |
| -1.313023407 | 1 | |
| -1.289723899 | 1 | |
| -1.246453383 | 1 | |
| -1.223153875 | 1 | |
| -1.203182867 | 1 | |
| -1.196525865 | 2 | |
| -1.179883359 | 1 |
| Value | Count | Frequency (%) |
| 2.58132301 | 1 | |
| 2.464825467 | 1 | |
| 2.364970431 | 1 | |
| 2.11533284 | 1 | |
| 1.932265274 | 1 | |
| 1.898980262 | 1 | |
| 1.832410237 | 1 | |
| 1.815767731 | 2 | |
| 1.799125225 | 2 | |
| 1.765840213 | 1 |
target
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 142 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 57 | |
| 0 | 47 | |
| 2 | 38 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 57 | |
| 0 | 47 | |
| 2 | 38 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 57 | |
| 0 | 47 | |
| 2 | 38 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 142 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 57 | |
| 0 | 47 | |
| 2 | 38 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 142 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 57 | |
| 0 | 47 | |
| 2 | 38 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 142 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 57 | |
| 0 | 47 | |
| 2 | 38 |
| alcohol | malic_acid | ash | alcalinity_of_ash | magnesium | total_phenols | flavanoids | nonflavanoid_phenols | proanthocyanins | color_intensity | hue | od280/od315_of_diluted_wines | proline | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alcohol | 1.000 | 0.169 | 0.259 | -0.297 | 0.394 | 0.332 | 0.311 | -0.153 | 0.166 | 0.637 | -0.036 | 0.103 | 0.604 | 0.560 |
| malic_acid | 0.169 | 1.000 | 0.189 | 0.202 | 0.111 | -0.250 | -0.290 | 0.215 | -0.242 | 0.312 | -0.593 | -0.282 | -0.038 | 0.491 |
| ash | 0.259 | 0.189 | 1.000 | 0.378 | 0.339 | 0.153 | 0.082 | 0.125 | 0.039 | 0.268 | -0.033 | -0.029 | 0.261 | 0.174 |
| alcalinity_of_ash | -0.297 | 0.202 | 0.378 | 1.000 | -0.178 | -0.320 | -0.410 | 0.340 | -0.235 | -0.117 | -0.279 | -0.313 | -0.448 | 0.380 |
| magnesium | 0.394 | 0.111 | 0.339 | -0.178 | 1.000 | 0.264 | 0.227 | -0.266 | 0.205 | 0.374 | 0.005 | 0.034 | 0.534 | 0.426 |
| total_phenols | 0.332 | -0.250 | 0.153 | -0.320 | 0.264 | 1.000 | 0.875 | -0.418 | 0.662 | 0.006 | 0.422 | 0.684 | 0.431 | 0.556 |
| flavanoids | 0.311 | -0.290 | 0.082 | -0.410 | 0.227 | 0.875 | 1.000 | -0.515 | 0.726 | -0.054 | 0.526 | 0.739 | 0.433 | 0.724 |
| nonflavanoid_phenols | -0.153 | 0.215 | 0.125 | 0.340 | -0.266 | -0.418 | -0.515 | 1.000 | -0.363 | 0.049 | -0.242 | -0.511 | -0.264 | 0.309 |
| proanthocyanins | 0.166 | -0.242 | 0.039 | -0.235 | 0.205 | 0.662 | 0.726 | -0.363 | 1.000 | -0.083 | 0.369 | 0.547 | 0.296 | 0.396 |
| color_intensity | 0.637 | 0.312 | 0.268 | -0.117 | 0.374 | 0.006 | -0.054 | 0.049 | -0.083 | 1.000 | -0.440 | -0.327 | 0.442 | 0.657 |
| hue | -0.036 | -0.593 | -0.033 | -0.279 | 0.005 | 0.422 | 0.526 | -0.242 | 0.369 | -0.440 | 1.000 | 0.494 | 0.209 | 0.580 |
| od280/od315_of_diluted_wines | 0.103 | -0.282 | -0.029 | -0.313 | 0.034 | 0.684 | 0.739 | -0.511 | 0.547 | -0.327 | 0.494 | 1.000 | 0.286 | 0.623 |
| proline | 0.604 | -0.038 | 0.261 | -0.448 | 0.534 | 0.431 | 0.433 | -0.264 | 0.296 | 0.442 | 0.209 | 0.286 | 1.000 | 0.632 |
| target | 0.560 | 0.491 | 0.174 | 0.380 | 0.426 | 0.556 | 0.724 | 0.309 | 0.396 | 0.657 | 0.580 | 0.623 | 0.632 | 1.000 |
| alcohol | malic_acid | ash | alcalinity_of_ash | magnesium | total_phenols | flavanoids | nonflavanoid_phenols | proanthocyanins | color_intensity | hue | od280/od315_of_diluted_wines | proline | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.385801 | -0.637871 | 1.776668 | -1.224532 | 0.696430 | 0.526865 | 0.732292 | -0.169549 | -0.415783 | -0.167467 | 0.624378 | 0.252908 | 0.467725 | 0 |
| 1 | 0.948519 | -0.765445 | 1.253174 | 0.853284 | 0.091785 | 1.172795 | 1.333181 | -0.590457 | 1.349742 | 0.305303 | 1.067155 | 0.151048 | 1.815768 | 0 |
| 2 | 0.523354 | -0.519409 | 0.954034 | -1.046433 | -0.445678 | 0.930572 | 1.006382 | -0.169549 | -0.260002 | -0.081509 | -0.128343 | 0.893172 | 1.516203 | 0 |
| 3 | 0.973529 | -0.555859 | 0.168793 | -1.076116 | -0.714409 | 0.526865 | 0.816627 | -0.590457 | 0.363125 | 0.262324 | 0.890044 | 0.427526 | 1.932265 | 0 |
| 4 | 0.435820 | 0.820120 | 0.056615 | 0.556453 | -0.512860 | -0.555068 | -1.291756 | 0.756449 | -0.606183 | 1.474335 | -1.766619 | -1.435059 | -0.297831 | 2 |
| 5 | -0.251946 | 0.045562 | -0.317309 | -0.037208 | -0.915957 | -1.427074 | -1.555304 | 1.008994 | -1.662037 | 2.110426 | -1.678063 | -1.420508 | -0.896961 | 2 |
| 6 | -0.952218 | -1.047931 | -2.299109 | -0.838652 | 3.450926 | -0.684254 | -0.743576 | -1.853181 | 1.557451 | -0.919602 | 1.465655 | 0.674900 | -0.071492 | 1 |
| 7 | 0.660907 | 0.710771 | 0.954034 | 1.298530 | 1.569807 | -1.410925 | -0.437861 | -1.179728 | -0.606183 | 1.551698 | -1.589508 | -1.900706 | -0.797106 | 2 |
| 8 | 0.998538 | -0.400948 | 1.178389 | -0.749602 | 1.032344 | 1.172795 | 0.848253 | 0.251359 | 0.138107 | 0.563178 | 0.801489 | 0.471180 | 2.115333 | 0 |
| 9 | 2.324052 | -0.637871 | -0.728626 | -1.669778 | -0.176946 | 0.849830 | 1.048550 | -0.590457 | 0.657379 | 0.090408 | 0.580100 | 0.354768 | 1.016927 | 0 |
| alcohol | malic_acid | ash | alcalinity_of_ash | magnesium | total_phenols | flavanoids | nonflavanoid_phenols | proanthocyanins | color_intensity | hue | od280/od315_of_diluted_wines | proline | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 132 | 0.648403 | -0.619646 | -0.466879 | 1.298530 | -0.848774 | -0.635809 | -0.153229 | -0.758820 | -0.986983 | -0.537088 | 0.137323 | 0.252908 | -0.890304 | 1 |
| 133 | 0.760946 | 0.218699 | 1.215781 | 1.446946 | 0.360516 | -1.168702 | -1.207421 | 0.251359 | -0.104220 | 1.577485 | -0.925342 | -1.173133 | 0.035020 | 2 |
| 134 | -0.852179 | 0.756333 | -0.579056 | -0.482455 | -0.781592 | 0.930572 | 1.059092 | 0.756449 | 2.094032 | -1.155987 | 2.085543 | 0.325665 | -1.109985 | 1 |
| 135 | -0.802159 | -1.230180 | -1.551260 | -1.432313 | 2.443184 | -0.603513 | -0.142687 | -0.085367 | 2.007487 | -0.683217 | 0.491545 | -0.431010 | 0.035020 | 1 |
| 136 | -0.564567 | 0.082012 | -0.728626 | 0.408038 | -0.781592 | 0.446124 | 0.300073 | -0.843002 | -0.658110 | -1.284925 | -0.216898 | 0.252908 | -1.379593 | 1 |
| 137 | 0.685917 | 0.756333 | 1.327959 | 1.150115 | -0.176946 | -1.168702 | -1.544762 | 1.177357 | -1.817818 | -0.274915 | -0.261176 | -0.794796 | -0.730536 | 2 |
| 138 | -1.652489 | -0.610534 | 0.954034 | 1.892192 | -0.781592 | -0.571216 | -0.395693 | 0.335541 | -0.450402 | -1.027050 | 1.819877 | 0.878620 | -0.590739 | 1 |
| 139 | 0.673412 | -0.492072 | 1.066212 | -0.185624 | 0.696430 | 0.123159 | 0.574163 | -0.590457 | -0.104220 | -0.339384 | 0.668656 | 0.383871 | 1.183353 | 0 |
| 140 | -0.014354 | 1.011481 | -0.055562 | -0.334039 | 0.427699 | -1.427074 | -1.355008 | 0.335541 | -1.142765 | 0.124791 | -1.191008 | -1.245891 | -0.214618 | 2 |
| 141 | -0.114393 | 0.592309 | 0.131400 | 0.111207 | 0.293333 | -1.572408 | -0.806828 | -1.011365 | -1.333164 | 0.176366 | -0.925342 | -1.726088 | -0.697251 | 2 |